Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-06 1.071110 1.297675 1.585898 1.990368 2.562607 3.376788 4.693933
2025-04-13 0.756646 0.999259 1.353119 1.943059 2.991180 5.014812 10.163953
2025-04-20 0.635646 0.893353 1.310011 2.110682 3.869276 8.636224 32.824731
2025-04-27 0.549021 0.805725 1.252656 2.211055 4.737294 14.476611 176.631682
2025-05-04 0.476680 0.720349 1.166929 2.204570 5.369372 22.515585 8915.777139
2025-05-11 0.415925 0.641108 1.068641 2.120659 5.709248 32.260877 NaN
2025-05-18 0.379944 0.598802 1.031367 2.170225 6.644803 60.580636 NaN
2025-05-25 0.354958 0.571944 1.018629 2.281424 8.113005 161.480656 NaN
2025-06-01 0.327300 0.535314 0.975628 2.284731 9.125656 465.099479 NaN
2025-06-08 0.299053 0.493582 0.912457 2.197887 9.490458 1336.079818 NaN
2025-06-15 0.284550 0.477386 0.905725 2.300048 11.616549 NaN NaN
2025-06-22 0.267618 0.453966 0.876777 2.311317 13.165293 NaN NaN
2025-06-29 0.248930 0.425293 0.831018 2.245970 13.929723 NaN NaN
2025-07-06 0.233156 0.401265 0.793541 2.201478 14.998878 NaN NaN
2025-07-13 0.227868 0.399057 0.812450 2.405649 21.220683 NaN NaN
2025-07-20 0.219993 0.390202 0.811797 2.527733 28.009086 NaN NaN
2025-07-27 0.209150 0.373563 0.786538 2.519984 32.216094 NaN NaN
2025-08-03 0.196902 0.352666 0.746118 2.418390 32.875788 NaN NaN
2025-08-10 0.189843 0.342996 0.736739 2.478378 41.608893 NaN NaN
2025-08-17 0.184979 0.337894 0.739952 2.613387 60.235946 NaN NaN
2025-08-24 0.177656 0.326371 0.721994 2.617412 73.217207 NaN NaN
2025-08-31 0.168751 0.310439 0.688449 2.511908 73.923795 NaN NaN
2025-09-07 0.164900 0.306231 0.690747 2.636057 115.177363 NaN NaN